Getting Started: Daily & Monthly Flux Footprints

This notebook shows how to use ``ffp_daily_monthly_helper.py`` to:

load AmeriFlux half‑hourly data,
compute an xarray-based footprint climatology,
summarize to daily/monthly periods (optionally ET‑weighted), and
export 80% source‑area contours to a GeoPackage or rasters to GeoTIFF.

References: ffp_daily_monthly_helper.py【8†source】 and ffp_xr.py【9†source】.

Requirements

This workflow uses: numpy, pandas, xarray, matplotlib, and for exports geopandas, pyproj, shapely, rasterio.

[1]:

# --- Imports ---
import os
from pathlib import Path
import matplotlib.pyplot as plt
import pandas as pd
import numpy as np

import xarray as xr
import sys

sys.path.append("../../src")

from fluxfootprints import (
    load_config,
    load_amf_df,
    build_climatology,
    summarize_periods,
    export_contours_gpkg,
    export_rasters_geotiff,
    export_contour_stats_csv,
)

1) Set Paths

Update these to point at your AmeriFlux config (.ini) and half‑hourly .csv.

[2]:

ini_path = Path("./input_data/US-UTE.ini")
csv_path = Path("./input_data/US-UTE_HH_202406241430_202409251400.csv")

assert ini_path.exists(), f"Config not found: {ini_path}"
assert csv_path.exists(), f"CSV not found: {csv_path}"

out_dir = Path("ffp_outputs")
out_dir.mkdir(parents=True, exist_ok=True)

2) Load Configuration & Data

load_config parses a minimal INI for site metadata and column mappings.

load_amf_df reads the CSV, parses timestamps, sets the index to time, and replaces missing value sentinels【8†source】.

[3]:

cfg = load_config(str(ini_path))
cfg

[3]:

{'station_latitude': 37.7353,
 'station_longitude': -111.5708,
 'missing_data_value': -9999.0,
 'skiprows': 0,
 'date_parser': '%Y%m%d%H%M',
 'ts_col': 'TIMESTAMP_START',
 'wind_dir_col': 'WD',
 'wind_spd_col': 'WS',
 'ustar_col': 'USTAR',
 'mo_length_col': 'MO_LENGTH',
 'v_sigma_col': 'V_SIGMA'}

[4]:

df = load_amf_df(str(csv_path), cfg)
display(df.head())
print("Time span:", df.index.min(), "→", df.index.max(), "| rows:", len(df))

	datetime_start	TIMESTAMP_END	CO2	CO2_SIGMA	H2O	H2O_SIGMA	FC	FC_SSITC_TEST	LE	LE_SSITC_TEST	...	TA_1_2_1	RH_1_2_1	T_DP_1_2_1	TA_1_3_1	RH_1_3_1	T_DP_1_3_1	TA_1_4_1	PBLH_F	TS_2_1_1	SWC_2_1_1
TIMESTAMP_START
2024-06-24 14:30:00	2024-06-24 14:30:00	202406241500	427.0199	0.628133	17.26862	1.019290	0.069210	NaN	156.40850	NaN	...	29.95141	33.26877	12.052600	30.32464	33.45364	12.46181	30.06976	1665.4670	25.72815	22.44161
2024-06-24 15:00:00	2024-06-24 15:00:00	202406241530	425.9499	1.019297	15.18936	0.703052	0.285446	NaN	138.30920	NaN	...	30.02516	29.22197	10.155240	30.35956	29.77183	10.72635	30.13765	1765.9350	25.52736	22.41975
2024-06-24 15:30:00	2024-06-24 15:30:00	202406241600	426.4163	1.965228	14.87533	0.808026	1.081928	NaN	154.11530	NaN	...	30.24634	28.28498	9.838229	30.69433	28.63222	10.41335	30.40344	1495.7350	25.12511	22.32785
2024-06-24 16:00:00	2024-06-24 16:00:00	202406241630	426.0534	2.665907	15.61140	1.002919	0.519664	NaN	135.56180	NaN	...	30.75179	28.75255	10.538220	31.14621	29.16225	11.09066	30.90061	1491.0620	24.63557	22.18172
2024-06-24 16:30:00	2024-06-24 16:30:00	202406241700	427.8476	1.102921	15.21034	0.703084	1.147608	NaN	95.06287	NaN	...	29.16274	30.77158	10.165810	29.57434	30.96792	10.63069	29.30510	341.9711	24.14865	22.03216

5 rows × 61 columns

Time span: 2024-06-24 14:30:00 → 2024-08-31 23:30:00 | rows: 3283

[5]:

df.columns
df = df.rename(columns={"ET": "et",
                        "WD": "wind_dir",
                        "USTAR": "ustar",
                        "V_SIMGA": "sigmav",
                        "MO_LENGTH": "ol",
                        "WS": "umean"
                        })

3) Build the Footprint Climatology

build_climatology renames expected AMF columns (WD, WS, USTAR, MO_LENGTH, V_SIGMA) to the solver’s names and runs the xarray-based climatology (ffp_xr.ffp_climatology_new.run()), filling clim.f_2d with per‑timestep footprints【8†source】【9†source】.

[6]:

clim = build_climatology(
    df,
    model_type="ffp_xr",
    crop_height=0.2,
    atm_bound_height=2000.0,
    inst_height=2.5,
    dx=2.0, dy=2.0,
    domain=(-100.0, 100.0, -100.0, 100.0),  # smaller domain for a quick start
    smooth_data=True,
)
clim

/Users/ink/Documents/github/footprints/.venv/lib/python3.13/site-packages/xarray/computation/apply_ufunc.py:818: RuntimeWarning: overflow encountered in exp
  result_data = func(*input_data)

[6]:

<fluxfootprints.ffp_xr.ffp_climatology_new at 0x117eee3c0>

[8]:

clim

[8]:

<fluxfootprints.ffp_xr.ffp_climatology_new at 0x117eee3c0>

4) Summarize to Daily / Monthly

summarize_periods normalizes each time slice so that the sum over x,y = 1 (optional), then computes:
- Daily/Monthly means, and
- ET‑weighted versions using ET derived from LE (mm/hr = LE / 680.6)【8†source】.

[9]:

summaries = summarize_periods(
    clim,
    df,
    et_source="LE",            # use LE (W/m^2) to derive ET weights
    daily=True,
    monthly=True,
    normalize_each_time=True,
)
summaries

[9]:

SummaryResult(f_daily_mean=<xarray.DataArray (time: 69, x: 101, y: 101)> Size: 6MB
array([[[1.22133275e-09, 1.54284671e-09, 2.10803775e-09, ...,
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...
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      shape=(69, 101, 101))
Coordinates:
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Coordinates:
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  * time     (time) datetime64[ns] 24B 2024-06-01 2024-07-01 2024-08-01, f_daily_et_weighted=<xarray.DataArray (time: 69, x: 101, y: 101)> Size: 6MB
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      shape=(69, 101, 101))
Coordinates:
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  * y        (y) float64 808B -100.0 -98.0 -96.0 -94.0 ... 94.0 96.0 98.0 100.0
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array([[[5.71701015e-06, 5.75124590e-06, 5.79970701e-06, ...,
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Coordinates:
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  * time     (time) datetime64[ns] 24B 2024-06-01 2024-07-01 2024-08-01)

5) Quick Visualization

Plot the first available daily mean footprint.

(Uses matplotlib; ensure you keep a single plot per figure and default colors.)

[10]:

import numpy as np
from matplotlib import cm

# pick the first day with data
da = summaries.f_daily_mean.isel(time=0)

plt.figure(figsize=(6, 5))

# Mask the zero values
masked_data = np.ma.masked_where(da < 0.00001, da)

# Choose a colormap
cmap = cm.viridis

# Set the color for masked (bad) values (e.g., white or black)
cmap.set_bad(color='white') # or 'black', or any other color

# Plot the masked data
im = plt.imshow(masked_data, cmap=cmap,
                origin="lower",norm='log',
                extent=[float(clim.x.min()), float(clim.x.max()),
                        float(clim.y.min()), float(clim.y.max())])


plt.colorbar(im, label="Normalized footprint")
plt.title("Daily Mean Footprint (first day)")
plt.xlabel("x (m)"); plt.ylabel("y (m)")
plt.show()

../_images/notebooks_ffp_getting_started_15_0.png

[11]:

# Add these checks to your code:
model = build_climatology(
    df,
    model_type="ffp",
    crop_height=0.2,
    atm_bound_height=2000.0,
    inst_height=2.5,
    dx=5.0, dy=5.0,
    domain=(-500.0, 100.0, -300.0, 300.0),  # smaller domain for a quick start
    smooth_data=True,
)
# 1. What grid resolution are you actually using?
print(f"Grid resolution: dx={model.dx}m, dy={model.dy}m")
print(f"Grid shape: {model.fclim_2d.shape}")

# 2. How many timesteps?
print(f"Number of timesteps: {len(model.df)}")

# 3. What's the wind direction distribution?
import matplotlib.pyplot as plt
fig, axes = plt.subplots(1, 3, figsize=(15, 4))

# Wind rose
axes[0].hist(model.df['wind_dir'], bins=36, range=(0, 360))
axes[0].set_xlabel('Wind Direction (degrees)')
axes[0].set_title('Wind Direction Distribution')

# Single timestep check
if hasattr(model, 'f_2d') and model.f_2d is not None:
    single_fp = model.f_2d.isel(time=0)
    im = axes[1].pcolormesh(model.x, model.y, single_fp.T, shading='auto')
    plt.colorbar(im, ax=axes[1])
    axes[1].set_title('Single Timestep Footprint')
    axes[1].set_xlabel('x (m)')
    axes[1].set_ylabel('y (m)')

# Climatology
im = axes[2].pcolormesh(model.x, model.y, model.fclim_2d.T, shading='auto')
plt.colorbar(im, ax=axes[2])
axes[2].set_title('Climatology')
plt.tight_layout()
plt.show()

# 4. Check a single valid footprint
print("\nFirst few rows of input data:")
print(model.df[['wind_dir', 'ustar', 'ol', 'sigmav', 'umean']].head())

# Detailed diagnostic function
def diagnose_footprint_calculation(model):
    """Diagnose what's going wrong with footprint calculation."""
    print("\n" + "="*60)
    print("FOOTPRINT CALCULATION DIAGNOSTICS")
    print("="*60)

    # Check input data
    print("\n1. Input Data Check:")
    print(f"   Number of timesteps: {len(model.df)}")
    print(f"   Wind dir range: [{model.df['wind_dir'].min():.1f}, {model.df['wind_dir'].max():.1f}]°")
    print(f"   ustar range: [{model.df['ustar'].min():.3f}, {model.df['ustar'].max():.3f}] m/s")
    print(f"   sigmav range: [{model.df['sigmav'].min():.3f}, {model.df['sigmav'].max():.3f}] m/s")
    print(f"   umean range: [{model.df['umean'].min():.2f}, {model.df['umean'].max():.2f}] m/s")
    print(f"   ol range: [{model.df['ol'].min():.1f}, {model.df['ol'].max():.1f}] m")

    # Check calculated heights
    print("\n2. Height Parameters:")
    print(f"   Crop height: {model.crop_height:.2f} m")
    print(f"   Instrument height: {model.inst_height:.2f} m")
    d = 10 ** (0.979 * np.log10(model.crop_height) - 0.154)
    zm = model.inst_height - d
    z0 = model.crop_height * 0.123
    print(f"   Displacement height (d): {d:.3f} m")
    print(f"   Measurement height (zm): {zm:.3f} m")
    print(f"   Roughness length (z0): {z0:.3f} m")
    print(f"   Boundary layer height: {model.atm_bound_height:.1f} m")

    # Check grid
    print("\n3. Grid Parameters:")
    print(f"   Domain: x=[{model.domain[0]}, {model.domain[1]}], y=[{model.domain[2]}, {model.domain[3]}]")
    print(f"   Resolution: dx={model.dx}m, dy={model.dy}m")
    print(f"   Grid shape: {len(model.x)} x {len(model.y)} = {len(model.x) * len(model.y)} cells")

    # Check if model has been run
    if hasattr(model, 'f_2d') and model.f_2d is not None:
        print("\n4. Calculated Footprint Statistics:")
        print(f"   f_2d shape: {model.f_2d.shape}")
        print(f"   f_2d min: {float(model.f_2d.min()):.2e}")
        print(f"   f_2d max: {float(model.f_2d.max()):.2e}")
        print(f"   f_2d mean: {float(model.f_2d.mean()):.2e}")
        print(f"   f_2d non-zero count: {int((model.f_2d > 0).sum())}")

        # Check first timestep in detail
        fp_0 = model.f_2d.isel(time=0)
        print(f"\n   First timestep:")
        print(f"     min: {float(fp_0.min()):.2e}")
        print(f"     max: {float(fp_0.max()):.2e}")
        print(f"     sum: {float(fp_0.sum()):.2e}")
        print(f"     non-zero: {int((fp_0 > 0).sum())}/{fp_0.size}")

    if hasattr(model, 'fclim_2d') and model.fclim_2d is not None:
        print("\n5. Climatology Statistics:")
        print(f"   fclim_2d shape: {model.fclim_2d.shape}")
        print(f"   fclim_2d min: {float(model.fclim_2d.min()):.2e}")
        print(f"   fclim_2d max: {float(model.fclim_2d.max()):.2e}")
        print(f"   fclim_2d sum: {float(model.fclim_2d.sum()):.2e}")
        print(f"   fclim_2d non-zero: {int((model.fclim_2d > 0).sum())}/{model.fclim_2d.size}")

        # Check normalization
        total_flux = float(model.fclim_2d.sum() * model.dx * model.dy)
        print(f"   Total flux (should be ~1): {total_flux:.6f}")

    print("\n" + "="*60 + "\n")

# Run diagnostics
model.run()
diagnose_footprint_calculation(model)

Found null values in column sigmav
Found non-finite values in column sigmav
Found null values in column ustar
Found non-finite values in column ustar
Found null values in column ol
Found non-finite values in column ol
Found null values in column wind_dir
Found non-finite values in column wind_dir
Found null values in column umean
Found non-finite values in column umean
/Users/ink/Documents/github/footprints/.venv/lib/python3.13/site-packages/xarray/computation/apply_ufunc.py:818: RuntimeWarning: invalid value encountered in sqrt
  result_data = func(*input_data)
Only captured 27.4% of flux - consider increasing domain size

Grid resolution: dx=5.0m, dy=5.0m
Grid shape: (121, 121)
Number of timesteps: 3270

../_images/notebooks_ffp_getting_started_16_2.png


First few rows of input data:
                      wind_dir     ustar         ol    sigmav     umean
time
2024-06-24 14:30:00   83.82242  0.285427  -21.72663  1.243537  4.118659
2024-06-24 15:00:00   84.50763  0.228795  -16.70326  1.085609  3.128728
2024-06-24 15:30:00   98.68390  0.278461  -38.81393  0.901596  2.669845
2024-06-24 16:00:00   99.19427  0.307955  -48.47143  0.830604  2.552504
2024-06-24 16:30:00  115.64840  0.301376  275.48160  0.658542  1.786293

/Users/ink/Documents/github/footprints/.venv/lib/python3.13/site-packages/xarray/computation/apply_ufunc.py:818: RuntimeWarning: invalid value encountered in sqrt
  result_data = func(*input_data)
Only captured 27.4% of flux - consider increasing domain size


============================================================
FOOTPRINT CALCULATION DIAGNOSTICS
============================================================

1. Input Data Check:
   Number of timesteps: 3270
   Wind dir range: [0.0, 360.0]°
   ustar range: [0.100, 0.873] m/s
   sigmav range: [0.151, 3.501] m/s
   umean range: [0.35, 7.94] m/s
   ol range: [-3682.3, 4255.9] m

2. Height Parameters:
   Crop height: 0.20 m
   Instrument height: 2.50 m
   Displacement height (d): 0.145 m
   Measurement height (zm): 2.355 m
   Roughness length (z0): 0.025 m
   Boundary layer height: 2000.0 m

3. Grid Parameters:
   Domain: x=[-500.0, 100.0], y=[-300.0, 300.0]
   Resolution: dx=5.0m, dy=5.0m
   Grid shape: 121 x 121 = 14641 cells

4. Calculated Footprint Statistics:
   f_2d shape: (3270, 121, 121)
   f_2d min: 0.00e+00
   f_2d max: 9.16e-02
   f_2d mean: 7.48e-07
   f_2d non-zero count: 958032

   First timestep:
     min: 0.00e+00
     max: 0.00e+00
     sum: 0.00e+00
     non-zero: 0/14641

5. Climatology Statistics:
   fclim_2d shape: (121, 121)
   fclim_2d min: 5.54e-24
   fclim_2d max: 1.41e-03
   fclim_2d sum: 1.09e-02
   fclim_2d non-zero: 14641/14641
   Total flux (should be ~1): 0.273708

============================================================

[10]:

# Check if footprint extends beyond domain
print(f"Domain: x=[{model.domain[0]}, {model.domain[1]}], y=[{model.domain[2]}, {model.domain[3]}]")

# Rule of thumb: domain should extend ~100x measurement height upwind
# If zm = 2m, domain should be at least 200m upwind
# If zm = 10m, domain should be ~1000m upwind

zm_estimate = model.inst_height - 10**(0.979 * np.log10(model.crop_height) - 0.154)
recommended_domain = zm_estimate * 100

print(f"Estimated measurement height: {zm_estimate:.1f}m")
print(f"Recommended domain extent: ±{recommended_domain:.0f}m")

Domain: x=[-500.0, 100.0], y=[-300.0, 300.0]
Estimated measurement height: 2.4m
Recommended domain extent: ±235m

[11]:

df.columns

[11]:

Index(['datetime_start', 'TIMESTAMP_END', 'CO2', 'CO2_SIGMA', 'H2O',
       'H2O_SIGMA', 'FC', 'FC_SSITC_TEST', 'LE', 'LE_SSITC_TEST', 'et',
       'ET_SSITC_TEST', 'H', 'H_SSITC_TEST', 'G', 'SG', 'FETCH_MAX',
       'FETCH_90', 'FETCH_55', 'FETCH_40', 'wind_dir', 'umean', 'WS_MAX',
       'ustar', 'ZL', 'TAU', 'TAU_SSITC_TEST', 'ol', 'U', 'U_SIGMA', 'V',
       'V_SIGMA', 'W', 'W_SIGMA', 'PA', 'TA_1_1_1', 'RH_1_1_1', 'T_DP_1_1_1',
       'VPD', 'T_SONIC', 'T_SONIC_SIGMA', 'TS_1_1_1', 'SWC_1_1_1', 'ALB',
       'NETRAD', 'SW_IN', 'SW_OUT', 'LW_IN', 'LW_OUT', 'P', 'file_no',
       'TA_1_2_1', 'RH_1_2_1', 'T_DP_1_2_1', 'TA_1_3_1', 'RH_1_3_1',
       'T_DP_1_3_1', 'TA_1_4_1', 'PBLH_F', 'TS_2_1_1', 'SWC_2_1_1', 'zm',
       'h_c', 'z0', 'h'],
      dtype='object')

[12]:

# Create synthetic test case matching Kljun et al. (2015) examples:
test_data = pd.DataFrame({
    'wind_dir': np.full(100, 270.0),  # Constant west wind
    'ustar': np.full(100, 0.3),
    'umean': np.full(100, 10.0),
    'ol': np.full(100, -50.0),
    'sigmav': np.full(100, 0.6),
})
test_data.index = pd.date_range('2024-01-01', periods=100, freq='30min')

model_test = build_climatology(
    df=test_data,
    domain=[-300.0, 100.0, -200.0, 200.0],
    dx=2.0,
    dy=2.0,
    crop_height=0.1,
    inst_height=3.0,
    atm_bound_height=1000.0,
    smooth_data=True
)

model_test.run()

# This should show a clean, elongated footprint pointing west
plt.figure(figsize=(8, 6))
plt.pcolormesh(model_test.x, model_test.y, model_test.fclim_2d.T,
               shading='auto', cmap='YlOrRd')
plt.colorbar(label='Footprint')
plt.plot(0, 0, 'k^', markersize=10, label='Tower')
plt.xlabel('x (m)')
plt.ylabel('y (m)')
plt.title('Test Footprint (should be smooth & elongated)')
plt.axis('equal')
plt.legend()
plt.show()

Near-zero sum, using uniform distribution
Near-zero sum, using uniform distribution

../_images/notebooks_ffp_getting_started_19_1.png

6) Export 80% Contours to a GeoPackage

Writes layers like: daily_mean_r80, monthly_etw_r80, etc.

Contours are generated with a robust alternative to plt.contour that can use skimage or rasterio【8†source】.

[13]:

gpkg_path = out_dir / "footprints_80pct.gpkg"
gpkg_written = export_contours_gpkg(
    clim,
    summaries,
    df=df,
    station_lat=cfg["station_latitude"],
    station_lon=cfg["station_longitude"],
    gpkg_path=str(gpkg_path),
    crs_out="auto",            # chooses a suitable UTM
    levels=(0.8,),             # export the 80% source-area contour
    contour_method="auto",
)
print("GeoPackage written to:", gpkg_written)

GeoPackage written to: ffp_outputs/footprints_80pct.gpkg

[14]:

import geopandas as gpd
gdf = gpd.read_file(gpkg_written)
gdf.plot()

/Users/ink/Documents/github/footprints/.venv/lib/python3.13/site-packages/pyogrio/geopandas.py:275: UserWarning: More than one layer found in 'footprints_80pct.gpkg': 'daily_mean_r80' (default), 'monthly_mean_r80', 'daily_etw_r80', 'monthly_etw_r80'. Specify layer parameter to avoid this warning.
  result = read_func(

[14]:

<Axes: >

../_images/notebooks_ffp_getting_started_22_2.png

7) Export GeoTIFF Rasters

Each time slice (daily/monthly) is written as a separate .tif with correct georeferencing around the tower origin【8†source】.

[16]:

tif_dir = out_dir / "rasters"
export_rasters_geotiff(
    clim,
    summaries,
    station_lat=cfg["station_latitude"],
    station_lon=cfg["station_longitude"],
    out_dir=str(tif_dir),
    which=("daily_mean", "monthly_etw"),
    prefix="ffp",
)
tif_dir

[16]:

PosixPath('ffp_outputs/rasters')

8) Export Contour Stats to CSV

Creates a compact CSV with area (ha) and centroid (lat/lon) for each contour and time slice【8†source】.

[17]:

csv_path = out_dir / "contour_stats.csv"
export_contour_stats_csv(
    df,
    clim,
    summaries,
    station_lat=cfg["station_latitude"],
    station_lon=cfg["station_longitude"],
    csv_path=str(csv_path),
    levels=(0.8,),
)
print("Stats CSV saved to:", csv_path)
pd.read_csv(csv_path).head()

Stats CSV saved to: ffp_outputs/contour_stats.csv

[17]:

	layer	time	r	area_ha	centroid_lon	centroid_lat
0	daily_mean	2024-06-24T00:00:00	0.8	0.5904	-111.570587	37.735268
1	daily_mean	2024-06-25T00:00:00	0.8	0.6004	-111.570606	37.735296
2	daily_mean	2024-06-26T00:00:00	0.8	0.6028	-111.570570	37.735339
3	daily_mean	2024-06-27T00:00:00	0.8	0.5960	-111.570712	37.735303
4	daily_mean	2024-06-28T00:00:00	0.8	0.5828	-111.570730	37.735400

[ ]:

# Try different models with same interface
models_to_try = ["ffp_xr", "kormann-meixner", "wang"]

for model_type in models_to_try:
    try:
        print(f"\n=== Running {model_type} model ===")

        # Build climatology - same function for all models!
        model = build_climatology(
            df,
            model_type=model_type,
            crop_height=0.2,
            inst_height=2.5,
            atm_bound_height=2000.0,
            dx=10.0,
            dy=10.0,
            domain=(-1000, 1000, -1000, 1000),
        )

        # Get results - same interface for all models!
        fclim = model.get_footprint_climatology()
        x, y = model.get_coordinates()

        print(f"Footprint shape: {fclim.shape}")
        print(f"Footprint sum: {float(fclim.sum()):.6f}")

        # Export results - works with all models!
        export_contours_gpkg(
            model,
            None,  # No summaries for this example
            df,
            config["station_latitude"],
            config["station_longitude"],
            f"output_{model_type}.gpkg",
        )

    except Exception as e:
        print(f"Model {model_type} failed: {e}")
        continue

Found null values in column sigmav
Found non-finite values in column sigmav
Found null values in column ustar
Found non-finite values in column ustar
Found null values in column ol
Found non-finite values in column ol
Found null values in column wind_dir
Found non-finite values in column wind_dir
Found null values in column umean
Found non-finite values in column umean


=== Running ffp model ===

/Users/ink/Documents/github/footprints/.venv/lib/python3.13/site-packages/xarray/computation/apply_ufunc.py:818: RuntimeWarning: overflow encountered in exp
  result_data = func(*input_data)
/Users/ink/Documents/github/footprints/.venv/lib/python3.13/site-packages/xarray/computation/apply_ufunc.py:818: RuntimeWarning: invalid value encountered in sqrt
  result_data = func(*input_data)
Model kormann-meixner failed: Missing required columns: ['z0']
Failed to process timestep 2024-06-24 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-24 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-24 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-24 16:00:00: index 1 is out of bounds for axis 0 with size 0

Footprint shape: (201, 201)
Footprint sum: 0.003811
Model ffp failed: name 'config' is not defined

=== Running kormann-meixner model ===
Model kormann-meixner failed: Missing required columns: ['z0']

=== Running wang model ===

Failed to process timestep 2024-06-24 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-24 20:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-24 21:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 17:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-25 19:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-26 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-26 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-26 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-26 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-26 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-26 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-26 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-26 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-26 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-26 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-26 22:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 22:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 23:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-27 23:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 00:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 00:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 01:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 06:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 17:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-28 22:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-29 17:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 02:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 17:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-06-30 22:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 00:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 04:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 06:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-01 18:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 21:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-02 22:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-03 22:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-04 23:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 00:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 03:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 04:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-05 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 19:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-06 21:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 20:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 21:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 21:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 23:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-07 23:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 17:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-08 20:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-09 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 18:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 19:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-10 19:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 19:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-11 21:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 04:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 19:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-12 21:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 00:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-13 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-14 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-14 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-14 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-14 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-14 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-14 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-14 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 00:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 02:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 20:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-15 22:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-16 04:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-16 05:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-16 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-16 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-16 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-16 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-16 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-16 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-16 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-16 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-16 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-17 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-17 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-17 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-17 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-17 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-17 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-17 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-17 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-17 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-18 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-18 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-18 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-18 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-18 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-19 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-19 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-19 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-19 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-19 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-19 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-19 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-19 17:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-19 23:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-20 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-20 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-20 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-20 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-20 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-20 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-20 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-20 18:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-20 21:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 19:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 20:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-21 21:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-22 19:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-23 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-23 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-23 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-23 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-23 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-23 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-23 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-23 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-23 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-23 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-24 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-24 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-24 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-24 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-24 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-24 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-24 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-24 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-24 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-25 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-25 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-25 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-25 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-25 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-25 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-26 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-27 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-27 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-27 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-28 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-28 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-28 23:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-29 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-29 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-29 21:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-30 02:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-30 02:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-30 03:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-30 03:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-30 04:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-30 04:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-30 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-30 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-30 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-30 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-31 02:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-31 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-31 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-31 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-31 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-31 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-31 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-31 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-31 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-31 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-07-31 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 20:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-01 20:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 00:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-02 23:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-03 17:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-04 19:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 19:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 20:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-05 20:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 19:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 20:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-06 21:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 02:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 03:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 03:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 06:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-07 22:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-08 00:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-08 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-08 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-08 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-08 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-08 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-08 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-08 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-08 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-08 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-08 22:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 01:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-09 17:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-10 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-11 23:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-12 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 17:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 18:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 21:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-13 23:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-14 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-15 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-15 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-15 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-15 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-15 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-16 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-17 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-17 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-17 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-17 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-17 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-17 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-17 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-17 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 19:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 20:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-18 22:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-19 19:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-20 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-20 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-20 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-20 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-20 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-20 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-20 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-20 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-20 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-20 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-22 01:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-22 01:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-22 02:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-22 05:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-22 05:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-22 06:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-22 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-22 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-22 23:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 06:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 06:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 15:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 16:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 16:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-23 17:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-24 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-24 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-24 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-24 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-24 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-24 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-25 07:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-25 08:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-25 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-25 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-25 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-25 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-25 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-25 21:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-26 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-26 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-26 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-26 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-26 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-26 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-26 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-27 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-27 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-27 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-27 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-27 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-27 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-27 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-27 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-27 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-27 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-28 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-28 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-28 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-29 04:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-29 07:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-29 08:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-29 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-29 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-29 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-29 22:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 09:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 14:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 14:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 15:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-30 19:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-31 09:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-31 10:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-31 10:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-31 11:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-31 11:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-31 12:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-31 12:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-31 13:00:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-31 13:30:00: index 1 is out of bounds for axis 0 with size 0
Failed to process timestep 2024-08-31 14:00:00: index 1 is out of bounds for axis 0 with size 0
Model wang failed: No valid footprints calculated

Model wang failed: No valid footprints calculated

Tips & Troubleshooting

If you see missing column errors, verify your CSV has the expected fields or update the INI to map the correct names. The helper expects AMF-like columns (e.g., WD, WS, USTAR, MO_LENGTH, V_SIGMA) and renames them internally【8†source】.
ET weighting converts LE (W/m²) to mm/hr using LE / 680.6【8†source】.
For exports, ensure geopandas, shapely, pyproj, and rasterio are installed.
To change source-area levels, pass levels=(0.5, 0.8) to the export functions.
To use a fixed CRS (instead of UTM auto), pass crs_out=EPSG_CODE.